Overview

Dataset info

Number of variables 41
Number of observations 604
Missing cells 4069 (16.4%)
Duplicate rows 0 (0.0%)
Total size in memory 189.5 KiB
Average record size in memory 321.2 B

Variables types

Numeric 20
Categorical 15
Boolean 6
Date 0
URL 0
Text (Unique) 0
Rejected 0
Unsupported 0

Warnings

abre_fin_de_semana has 230 (38.1%) missing values Missing
cadena_frio has 318 (52.6%) missing values Missing
cant_carga has 32 (5.3%) missing values Missing
cant_merma has 32 (5.3%) missing values Missing
cant_sku has 25 (4.1%) missing values Missing
distance_to_market has 49 (8.1%) missing values Missing
gps_altitude has 294 (48.7%) missing values Missing
hora_apertura_fin_de_semana has 374 (61.9%) missing values Missing
hora_apertura_semana has 229 (37.9%) missing values Missing
hora_cierre_fin_de_semana has 377 (62.4%) missing values Missing
hora_cierre_semana has 230 (38.1%) missing values Missing
horario_atencion_igual has 273 (45.2%) missing values Missing
lugar_principal has 47 (7.8%) missing values Missing
motivo_no_oferta_other has a high cardinality: 58 distinct values Warning
motivo_no_oferta_other has 528 (87.4%) missing values Missing
motivo_si_oferta_other has 255 (42.2%) missing values Missing
num_entregas_fv has 525 (86.9%) zeros Zeros
num_entregas_fv has 25 (4.1%) missing values Missing
num_entregas_general has 92 (15.2%) zeros Zeros
num_entregas_general has 37 (6.1%) missing values Missing
num_lugares has 301 (49.8%) zeros Zeros
num_lugares has 14 (2.3%) missing values Missing
num_personas has 208 (34.4%) missing values Missing
num_recojos_fv has 310 (51.3%) zeros Zeros
num_recojos_fv has 24 (4.0%) missing values Missing
num_recojos_general has 147 (24.3%) zeros Zeros
num_recojos_general has 59 (9.8%) missing values Missing
num_viajes_lugar_principal has 301 (49.8%) zeros Zeros
num_viajes_lugar_principal has 37 (6.1%) missing values Missing
superficie_bodega has 46 (7.6%) missing values Missing
vehiculo_recojo_other has 281 (46.5%) missing values Missing
zone has 45 (7.5%) missing values Missing

Variables

abre_fin_de_semana
Boolean

Distinct count 3
Unique (%) 0.5%
Missing (%) 38.1%
Missing (n) 230
yes
338
no
 
36
(Missing)
230
Value Count Frequency (%)  
yes 338 56.0%
 
no 36 6.0%
 
(Missing) 230 38.1%
 

betweenness_centrality_avg
Numeric

Distinct count 61
Unique (%) 10.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.06173195152
Minimum 0.034458544
Maximum 0.143672014
Zeros (%) 0.0%
Mini histogram

Quantile statistics

Minimum 0.034458544
5-th percentile 0.034458544
Q1 0.051596023
Median 0.056298673
Q3 0.064131851
95-th percentile 0.102437037
Maximum 0.143672014
Range 0.10921347
Interquartile range 0.012535828

Descriptive statistics

Standard deviation 0.02274374824
Coef of variation 0.3684274946
Kurtosis 5.205041828
Mean 0.06173195152
MAD 0.01481921314
Skewness 2.151322755
Sum 37.28609872
Variance 0.0005172780838
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.03445854 0.03546597 0.04273838 0.04392309 0.05052919 ... 0.08176896 0.09095235 0.10321282 0.13962312 0.14367201], "bayesian blocks" binning strategy used)
Value Count Frequency (%)  
0.034458544 53 8.8%
 
0.052855204 47 7.8%
 
0.089241285 39 6.5%
 
0.056375964 33 5.5%
 
0.051945007 33 5.5%
 
0.143672014 24 4.0%
 
0.051028569 22 3.6%
 
0.064131851 21 3.5%
 
0.058317025 20 3.3%
 
0.058136675 20 3.3%
 
Other values (51) 292 48.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.034458544 53 8.8%
 
0.036473394 4 0.7%
 
0.042523365 7 1.2%
 
0.0429534 3 0.5%
 
0.043065879 2 0.3%
 

Maximum 5 values

Value Count Frequency (%)  
0.143672014 24 4.0%
 
0.13557423 5 0.8%
 
0.103988604 1 0.2%
 
0.102437037 5 0.8%
 
0.094133653 1 0.2%
 

cadena_frio
Boolean

Distinct count 3
Unique (%) 0.5%
Missing (%) 52.6%
Missing (n) 318
0
164
1
122
(Missing)
318
Value Count Frequency (%)  
0 164 27.2%
 
1 122 20.2%
 
(Missing) 318 52.6%
 

cant_carga
Numeric

Distinct count 43
Unique (%) 7.1%
Missing (%) 5.3%
Missing (n) 32
Infinite (%) 0.0%
Infinite (n) 0
Mean 29.74189855
Minimum 1
Maximum 300
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 6
Q1 17.64573411
Median 17.64573411
Q3 30
95-th percentile 84.5
Maximum 300
Range 299
Interquartile range 12.35426589

Descriptive statistics

Standard deviation 35.78892903
Coef of variation 1.203316896
Kurtosis 23.38389043
Mean 29.74189855
MAD 20.00407905
Skewness 4.344992376
Sum 17012.36597
Variance 1280.847441
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=43)
Value Count Frequency (%)  
17.64573411 301 49.8%
 
20 33 5.5%
 
30 28 4.6%
 
50 25 4.1%
 
10 24 4.0%
 
40 17 2.8%
 
5 16 2.6%
 
80 11 1.8%
 
25 10 1.7%
 
70 10 1.7%
 
Other values (32) 97 16.1%
 
(Missing) 32 5.3%
 

Minimum 5 values

Value Count Frequency (%)  
1 2 0.3%
 
2 5 0.8%
 
3 3 0.5%
 
4 2 0.3%
 
5 16 2.6%
 

Maximum 5 values

Value Count Frequency (%)  
300 2 0.3%
 
280 1 0.2%
 
250 1 0.2%
 
240 1 0.2%
 
200 5 0.8%
 

cant_merma
Numeric

Distinct count 21
Unique (%) 3.5%
Missing (%) 5.3%
Missing (n) 32
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.794805519
Minimum 0.25
Maximum 30
Zeros (%) 0.0%
Mini histogram

Quantile statistics

Minimum 0.25
5-th percentile 0.5932635135
Q1 0.5932635135
Median 0.5932635135
Q3 1.25
95-th percentile 7.45
Maximum 30
Range 29.75
Interquartile range 0.6567364865

Descriptive statistics

Standard deviation 3.198978198
Coef of variation 1.782353667
Kurtosis 28.53884426
Mean 1.794805519
MAD 1.724974863
Skewness 4.699969572
Sum 1026.628757
Variance 10.23346151
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=21)
Value Count Frequency (%)  
0.5932635135 352 58.3%
 
1 59 9.8%
 
2 52 8.6%
 
3 25 4.1%
 
5 21 3.5%
 
10 15 2.5%
 
0.5 15 2.5%
 
4 8 1.3%
 
15 6 1.0%
 
6 3 0.5%
 
Other values (10) 16 2.6%
 
(Missing) 32 5.3%
 

Minimum 5 values

Value Count Frequency (%)  
0.25 2 0.3%
 
0.5 15 2.5%
 
0.5932635135 352 58.3%
 
0.8 1 0.2%
 
1 59 9.8%
 

Maximum 5 values

Value Count Frequency (%)  
30 2 0.3%
 
20 3 0.5%
 
15 6 1.0%
 
12 1 0.2%
 
10 15 2.5%
 

cant_sku
Numeric

Distinct count 37
Unique (%) 6.1%
Missing (%) 4.1%
Missing (n) 25
Infinite (%) 0.0%
Infinite (n) 0
Mean 13.11407741
Minimum 1
Maximum 40
Zeros (%) 0.0%

Quantile statistics

Minimum 1
5-th percentile 4
Q1 12
Median 12.62475356
Q3 12.62475356
95-th percentile 27.2
Maximum 40
Range 39
Interquartile range 0.6247535572

Descriptive statistics

Standard deviation 6.264615972
Coef of variation 0.477701616
Kurtosis 3.304387808
Mean 13.11407741
MAD 3.780790555
Skewness 1.443713396
Sum 7593.050821
Variance 39.24541327
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=37)
Value Count Frequency (%)  
12.62475356 301 49.8%
 
6 29 4.8%
 
10 27 4.5%
 
15 25 4.1%
 
20 24 4.0%
 
12 19 3.1%
 
5 19 3.1%
 
8 18 3.0%
 
4 13 2.2%
 
7 11 1.8%
 
Other values (26) 93 15.4%
 
(Missing) 25 4.1%
 

Minimum 5 values

Value Count Frequency (%)  
1 6 1.0%
 
2 3 0.5%
 
3 9 1.5%
 
4 13 2.2%
 
5 19 3.1%
 

Maximum 5 values

Value Count Frequency (%)  
40 1 0.2%
 
37 1 0.2%
 
36 2 0.3%
 
35 5 0.8%
 
34 1 0.2%
 

df_index
Numeric

Distinct count 604
Unique (%) 100.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 310.513245
Minimum 0
Maximum 618
Zeros (%) 0.2%
Mini histogram

Quantile statistics

Minimum 0
5-th percentile 32.15
Q1 156.75
Median 308.5
Q3 466.25
95-th percentile 587.85
Maximum 618
Range 618
Interquartile range 309.5

Descriptive statistics

Standard deviation 178.5619397
Coef of variation 0.5750541808
Kurtosis -1.205300879
Mean 310.513245
MAD 154.5861804
Skewness 0.008719684901
Sum 187550
Variance 31884.36633
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 618.], "bayesian blocks" binning strategy used)
Value Count Frequency (%)  
618 1 0.2%
 
212 1 0.2%
 
210 1 0.2%
 
209 1 0.2%
 
208 1 0.2%
 
207 1 0.2%
 
206 1 0.2%
 
205 1 0.2%
 
204 1 0.2%
 
203 1 0.2%
 
Other values (594) 594 98.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 1 0.2%
 
1 1 0.2%
 
3 1 0.2%
 
4 1 0.2%
 
5 1 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
618 1 0.2%
 
617 1 0.2%
 
616 1 0.2%
 
615 1 0.2%
 
614 1 0.2%
 

dist_2closest_mkt
Numeric

Distinct count 569
Unique (%) 94.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 621.9155753
Minimum 5.59212409
Maximum 2846.175811
Zeros (%) 0.0%
Mini histogram

Quantile statistics

Minimum 5.59212409
5-th percentile 38.3715269
Q1 180.2865511
Median 443.9141209
Q3 918.3837707
95-th percentile 1621.888839
Maximum 2846.175811
Range 2840.583687
Interquartile range 738.0972196

Descriptive statistics

Standard deviation 572.8615717
Coef of variation 0.9211243366
Kurtosis 1.777866178
Mean 621.9155753
MAD 448.0257991
Skewness 1.378431775
Sum 375637.0075
Variance 328170.3803
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 5.59212409 67.72448204 524.59208753 714.74515645 724.1363875 1582.7103671 2846.17581109], "bayesian blocks" binning strategy used)
Value Count Frequency (%)  
721.4419197 3 0.5%
 
186.7263036 3 0.5%
 
719.5478029 3 0.5%
 
468.527212 3 0.5%
 
698.3626867 2 0.3%
 
483.506287 2 0.3%
 
889.6623703 2 0.3%
 
505.9017989 2 0.3%
 
610.5233453 2 0.3%
 
652.0099177 2 0.3%
 
Other values (559) 580 96.0%
 

Minimum 5 values

Value Count Frequency (%)  
5.59212409 1 0.2%
 
5.684518688 1 0.2%
 
8.214619459 1 0.2%
 
9.225136619 1 0.2%
 
11.64385456 1 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
2846.175811 1 0.2%
 
2824.995864 1 0.2%
 
2772.24222 1 0.2%
 
2498.281442 1 0.2%
 
2482.7303 1 0.2%
 

distance_to_market
Numeric

Distinct count 534
Unique (%) 88.4%
Missing (%) 8.1%
Missing (n) 49
Infinite (%) 0.0%
Infinite (n) 0
Mean 7734221.722
Minimum 357.1870982
Maximum 14262986.27
Zeros (%) 0.0%
Mini histogram

Quantile statistics

Minimum 357.1870982
5-th percentile 2136.265336
Q1 8362.718334
Median 14239632.57
Q3 14257309.64
95-th percentile 14260621.92
Maximum 14262986.27
Range 14262629.08
Interquartile range 14248946.92

Descriptive statistics

Standard deviation 7102772.635
Coef of variation 0.9183564798
Kurtosis -1.978087117
Mean 7734221.722
MAD 7070875.457
Skewness -0.1704400567
Sum 4292493056
Variance 5.04493791e+13
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)  
14259725.23 3 0.5%
 
14258352.28 3 0.5%
 
14258499.75 2 0.3%
 
10539.44326 2 0.3%
 
14258225.71 2 0.3%
 
14258144.69 2 0.3%
 
14258111.83 2 0.3%
 
14257720.27 2 0.3%
 
1527.196537 2 0.3%
 
14258041.37 2 0.3%
 
Other values (523) 533 88.2%
 
(Missing) 49 8.1%
 

Minimum 5 values

Value Count Frequency (%)  
357.1870982 1 0.2%
 
757.8001924 1 0.2%
 
1017.656353 1 0.2%
 
1036.480878 1 0.2%
 
1052.318558 1 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
14262986.27 1 0.2%
 
14262960.02 1 0.2%
 
14262508.89 1 0.2%
 
14262491.17 1 0.2%
 
14262448.4 1 0.2%
 

distrito
Categorical

Distinct count 13
Unique (%) 2.2%
Missing (%) 0.0%
Missing (n) 0
VILLA EL SALVADOR
112
SAN JUAN DE LURIGANCHO
102
SURQUILLO
98
Other values (10)
292
Value Count Frequency (%)  
VILLA EL SALVADOR 112 18.5%
 
SAN JUAN DE LURIGANCHO 102 16.9%
 
SURQUILLO 98 16.2%
 
SAN MIGUEL 83 13.7%
 
BARRANCO 50 8.3%
 
SAN ISIDRO 45 7.5%
 
SANTIAGO DE SURCO 45 7.5%
 
ATE 37 6.1%
 
LA MOLINA 12 2.0%
 
CHORRILLOS 8 1.3%
 
Other values (3) 12 2.0%
 
Max length 22
Mean length 13.08774834
Min length 3
Contains chars True
Contains digits False
Contains spaces True
Contains non-words True

gps_altitude
Numeric

Distinct count 282
Unique (%) 46.7%
Missing (%) 48.7%
Missing (n) 294
Infinite (%) 0.0%
Infinite (n) 0
Mean 164.2288216
Minimum 0
Maximum 413
Zeros (%) 0.8%
Mini histogram

Quantile statistics

Minimum 0
5-th percentile 30.7764038
Q1 97.84341621
Median 136.3822745
Q3 254.825395
95-th percentile 332.2311829
Maximum 413
Range 413
Interquartile range 156.9819788

Descriptive statistics

Standard deviation 94.77534051
Coef of variation 0.5770932264
Kurtosis -0.8342519259
Mean 164.2288216
MAD 81.88541912
Skewness 0.4835005551
Sum 50910.93469
Variance 8982.36517
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Value Count Frequency (%)  
0 5 0.8%
 
27 3 0.5%
 
73.5955658 3 0.5%
 
73.59548078 3 0.5%
 
73.17258453 3 0.5%
 
177 2 0.3%
 
73.27217439 2 0.3%
 
81.90546402 2 0.3%
 
74.26279705 2 0.3%
 
75.75339664 2 0.3%
 
Other values (271) 283 46.9%
 
(Missing) 294 48.7%
 

Minimum 5 values

Value Count Frequency (%)  
0 5 0.8%
 
11 1 0.2%
 
12.0680343 1 0.2%
 
14.15347063 1 0.2%
 
20 1 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
413 1 0.2%
 
395 1 0.2%
 
377 1 0.2%
 
372 1 0.2%
 
362 1 0.2%
 

hora_apertura_fin_de_semana
Categorical

Distinct count 28
Unique (%) 4.6%
Missing (%) 61.9%
Missing (n) 374
08:00:00
89
07:00:00
 
34
09:00:00
 
28
Other values (24)
79
(Missing)
374
Value Count Frequency (%)  
08:00:00 89 14.7%
 
07:00:00 34 5.6%
 
09:00:00 28 4.6%
 
07:30:00 15 2.5%
 
06:00:00 15 2.5%
 
08:30:00 11 1.8%
 
10:00:00 10 1.7%
 
06:30:00 5 0.8%
 
09:30:00 5 0.8%
 
08:03:00 1 0.2%
 
Other values (17) 17 2.8%
 
(Missing) 374 61.9%
 
Max length 8
Mean length 5.523178808
Min length 4
Contains chars True
Contains digits True
Contains spaces False
Contains non-words True

hora_apertura_semana
Categorical

Distinct count 36
Unique (%) 6.0%
Missing (%) 37.9%
Missing (n) 229
08:00:00
92
07:00:00
92
06:00:00
 
40
Other values (32)
151
(Missing)
229
Value Count Frequency (%)  
08:00:00 92 15.2%
 
07:00:00 92 15.2%
 
06:00:00 40 6.6%
 
09:00:00 38 6.3%
 
07:30:00 27 4.5%
 
06:30:00 25 4.1%
 
08:30:00 12 2.0%
 
10:00:00 11 1.8%
 
09:30:00 4 0.7%
 
20:00:00 3 0.5%
 
Other values (25) 31 5.1%
 
(Missing) 229 37.9%
 
Max length 8
Mean length 6.483443709
Min length 4
Contains chars True
Contains digits True
Contains spaces False
Contains non-words True

hora_cierre_fin_de_semana
Categorical

Distinct count 38
Unique (%) 6.3%
Missing (%) 62.4%
Missing (n) 377
22:00:00
 
46
23:00:00
 
28
21:00:00
 
25
Other values (34)
128
(Missing)
377
Value Count Frequency (%)  
22:00:00 46 7.6%
 
23:00:00 28 4.6%
 
21:00:00 25 4.1%
 
18:00:00 18 3.0%
 
22:30:00 15 2.5%
 
20:00:00 14 2.3%
 
21:30:00 11 1.8%
 
19:00:00 10 1.7%
 
16:00:00 8 1.3%
 
17:00:00 6 1.0%
 
Other values (27) 46 7.6%
 
(Missing) 377 62.4%
 
Max length 8
Mean length 5.503311258
Min length 4
Contains chars True
Contains digits True
Contains spaces False
Contains non-words True

hora_cierre_semana
Categorical

Distinct count 38
Unique (%) 6.3%
Missing (%) 38.1%
Missing (n) 230
22:00:00
91
23:00:00
56
21:00:00
55
Other values (34)
172
(Missing)
230
Value Count Frequency (%)  
22:00:00 91 15.1%
 
23:00:00 56 9.3%
 
21:00:00 55 9.1%
 
20:00:00 42 7.0%
 
19:00:00 19 3.1%
 
22:30:00 16 2.6%
 
21:30:00 15 2.5%
 
09:30:00 7 1.2%
 
09:00:00 7 1.2%
 
17:00:00 7 1.2%
 
Other values (27) 59 9.8%
 
(Missing) 230 38.1%
 
Max length 8
Mean length 6.476821192
Min length 4
Contains chars True
Contains digits True
Contains spaces False
Contains non-words True

horario_atencion_igual
Boolean

Distinct count 3
Unique (%) 0.5%
Missing (%) 45.2%
Missing (n) 273
yes
230
no
101
(Missing)
273
Value Count Frequency (%)  
yes 230 38.1%
 
no 101 16.7%
 
(Missing) 273 45.2%
 

in_food_desert
Boolean

Distinct count 2
Unique (%) 0.3%
Missing (%) 0.0%
Missing (n) 0
False
468
True
136
Value Count Frequency (%)  
False 468 77.5%
 
True 136 22.5%
 

kopt+0_Clusters
Numeric

Distinct count 7
Unique (%) 1.2%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 3.377483444
Minimum 0
Maximum 6
Zeros (%) 0.8%
Mini histogram

Quantile statistics

Minimum 0
5-th percentile 1
Q1 2
Median 3
Q3 5
95-th percentile 6
Maximum 6
Range 6
Interquartile range 3

Descriptive statistics

Standard deviation 1.614575903
Coef of variation 0.4780411008
Kurtosis -1.005670995
Mean 3.377483444
MAD 1.379610543
Skewness 0.05905058483
Sum 2040
Variance 2.606855348
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=7)
Histogram
Histogram with variable size bins (bins=[0. 0.5 3.5 4.5 5.5 6. ], "bayesian blocks" binning strategy used)
Value Count Frequency (%)  
4 143 23.7%
 
2 113 18.7%
 
3 105 17.4%
 
1 86 14.2%
 
6 81 13.4%
 
5 71 11.8%
 
0 5 0.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 5 0.8%
 
1 86 14.2%
 
2 113 18.7%
 
3 105 17.4%
 
4 143 23.7%
 

Maximum 5 values

Value Count Frequency (%)  
6 81 13.4%
 
5 71 11.8%
 
4 143 23.7%
 
3 105 17.4%
 
2 113 18.7%
 

latitude
Numeric

Distinct count 568
Unique (%) 94.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -12.1103363
Minimum -12.2390702
Maximum -11.96299
Zeros (%) 0.0%
Mini histogram

Quantile statistics

Minimum -12.2390702
5-th percentile -12.22701566
Q1 -12.14276574
Median -12.10899863
Q3 -12.06384115
95-th percentile -12.00264385
Maximum -11.96299
Range 0.2760802
Interquartile range 0.07892458719

Descriptive statistics

Standard deviation 0.06985418084
Coef of variation -0.00576814542
Kurtosis -0.7613587965
Mean -12.1103363
MAD 0.05507625084
Skewness -0.2435219722
Sum -7314.643123
Variance 0.004879606581
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-12.2390702 -12.22819405 -12.2244518 -12.21129705 -12.15559201 ... -12.05348113 -12.01832101 -12.00506545 -12.0004924 -11.96299 ], "bayesian blocks" binning strategy used)
Value Count Frequency (%)  
-12.08449664 3 0.5%
 
-12.08141228 3 0.5%
 
-12.08974215 3 0.5%
 
-12.0844795 3 0.5%
 
-12.08409636 2 0.3%
 
-12.08219561 2 0.3%
 
-12.08462159 2 0.3%
 
-12.08522351 2 0.3%
 
-12.08427213 2 0.3%
 
-12.08443766 2 0.3%
 
Other values (558) 580 96.0%
 

Minimum 5 values

Value Count Frequency (%)  
-12.2390702 1 0.2%
 
-12.2384055 1 0.2%
 
-12.2383396 1 0.2%
 
-12.2382188 1 0.2%
 
-12.2381581 1 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
-11.96299 1 0.2%
 
-12.0003189 1 0.2%
 
-12.0006659 1 0.2%
 
-12.0009736 1 0.2%
 
-12.0011036 1 0.2%
 

longitude
Numeric

Distinct count 568
Unique (%) 94.0%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean -77.00466953
Minimum -77.10409281
Maximum -76.9195643
Zeros (%) 0.0%
Mini histogram

Quantile statistics

Minimum -77.10409281
5-th percentile -77.08307169
Q1 -77.02532109
Median -76.99872388
Q3 -76.969585
95-th percentile -76.94138375
Maximum -76.9195643
Range 0.1845285088
Interquartile range 0.05573609352

Descriptive statistics

Standard deviation 0.04515177656
Coef of variation -0.0005863511503
Kurtosis -0.7696594165
Mean -77.00466953
MAD 0.03773983351
Skewness -0.3493138633
Sum -46510.8204
Variance 0.002038682927
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-77.10409281 -77.08755798 -77.08699415 -77.08287404 -77.07576439 ... -76.9615422 -76.95597805 -76.94764365 -76.9380984 -76.9195643 ], "bayesian blocks" binning strategy used)
Value Count Frequency (%)  
-77.07961634 3 0.5%
 
-77.07826013 3 0.5%
 
-77.09521584 3 0.5%
 
-77.07961592 3 0.5%
 
-77.07677767 2 0.3%
 
-76.997607 2 0.3%
 
-77.08212465 2 0.3%
 
-77.10409281 2 0.3%
 
-77.08740961 2 0.3%
 
-77.07638808 2 0.3%
 
Other values (558) 580 96.0%
 

Minimum 5 values

Value Count Frequency (%)  
-77.10409281 2 0.3%
 
-77.10392766 1 0.2%
 
-77.10350219 1 0.2%
 
-77.10298855 1 0.2%
 
-77.10291915 1 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
-76.9195643 1 0.2%
 
-76.92382992 1 0.2%
 
-76.92613316 1 0.2%
 
-76.9346542 1 0.2%
 
-76.9347367 1 0.2%
 

lugar_principal
Categorical

Distinct count 29
Unique (%) 4.8%
Missing (%) 7.8%
Missing (n) 47
missing
301
Mercado Mayorista Plaza Unicachi Sur
79
Mercado de Frutas
 
50
Other values (25)
127
(Missing)
 
47
Value Count Frequency (%)  
missing 301 49.8%
 
Mercado Mayorista Plaza Unicachi Sur 79 13.1%
 
Mercado de Frutas 50 8.3%
 
Gran Mercado Mayorista De Lima 32 5.3%
 
Mercado Minorista - La Parada 31 5.1%
 
Mercado Vencedores 14 2.3%
 
Mercado Barranco 8 1.3%
 
Mercado San Miguel 5 0.8%
 
Mercado de Surquillo 5 0.8%
 
Mercado de Frutas de San Luis 4 0.7%
 
Other values (18) 28 4.6%
 
(Missing) 47 7.8%
 
Max length 36
Mean length 15.17218543
Min length 4
Contains chars True
Contains digits False
Contains spaces True
Contains non-words True

motivo_no_oferta
Categorical

Distinct count 7
Unique (%) 1.2%
Missing (%) 0.0%
Missing (n) 0
Otros
389
Las FyVs se malogran
83
Los clientes no piden FyVs
 
55
Other values (4)
 
77
Value Count Frequency (%)  
Otros 389 64.4%
 
Las FyVs se malogran 83 13.7%
 
Los clientes no piden FyVs 55 9.1%
 
Cercanía de otros locales que ofrecen FyVs 52 8.6%
 
No tiene los medios para abastecerse 22 3.6%
 
Las FyVs son muy caras 2 0.3%
 
No tiene tiempo 1 0.2%
 
Max length 42
Mean length 13.36092715
Min length 5
Contains chars True
Contains digits False
Contains spaces True
Contains non-words True

motivo_no_oferta_other
Categorical

Distinct count 58
Unique (%) 9.6%
Missing (%) 87.4%
Missing (n) 528
Cercanía al mercado
 
10
Mercado cerca
 
3
Rotacion lenta
 
3
Other values (54)
 
60
(Missing)
528
Value Count Frequency (%)  
Cercanía al mercado 10 1.7%
 
Mercado cerca 3 0.5%
 
Rotacion lenta 3 0.5%
 
No es su especialidad 2 0.3%
 
Dificultad para abastecerse 2 0.3%
 
No hay espacio 2 0.3%
 
Espacio 2 0.3%
 
No combina vender frutas y verduras con panes y embutidos 2 0.3%
 
Poco espacio 2 0.3%
 
por el verano no se vende, más se vende ropas 1 0.2%
 
Other values (47) 47 7.8%
 
(Missing) 528 87.4%
 
Max length 67
Mean length 6.801324503
Min length 4
Contains chars True
Contains digits False
Contains spaces True
Contains non-words True

motivo_si_oferta
Categorical

Distinct count 5
Unique (%) 0.8%
Missing (%) 0.0%
Missing (n) 0
missing
301
Los clientes piden FyVs
171
Otros
102
Other values (2)
 
30
Value Count Frequency (%)  
missing 301 49.8%
 
Los clientes piden FyVs 171 28.3%
 
Otros 102 16.9%
 
Es fácil adquirir FyVs 25 4.1%
 
No hay otros sitios cerca que ofrezcan FyVs 5 0.8%
 
Max length 43
Mean length 12.11092715
Min length 5
Contains chars True
Contains digits False
Contains spaces True
Contains non-words True

motivo_si_oferta_other
Categorical

Distinct count 42
Unique (%) 7.0%
Missing (%) 42.2%
Missing (n) 255
missing
301
Para surtir el negocio
 
4
para surtir el negocio
 
3
Other values (38)
 
41
(Missing)
255
Value Count Frequency (%)  
missing 301 49.8%
 
Para surtir el negocio 4 0.7%
 
para surtir el negocio 3 0.5%
 
Porque trabaja con su amigo 2 0.3%
 
Ya tiene clientes fijos 2 0.3%
 
Alto margen 2 0.3%
 
Por tiempo de colegio 1 0.2%
 
Para surtir el negocio y tener más ingresos 1 0.2%
 
los clientes piden frutas y verduras 1 0.2%
 
Por temporada escolar 1 0.2%
 
Other values (31) 31 5.1%
 
(Missing) 255 42.2%
 
Max length 58
Mean length 7.334437086
Min length 4
Contains chars True
Contains digits False
Contains spaces True
Contains non-words True

NSE07
Categorical

Distinct count 5
Unique (%) 0.8%
Missing (%) 0.0%
Missing (n) 0
ME
206
MA
201
MB
105
Other values (2)
92
Value Count Frequency (%)  
ME 206 34.1%
 
MA 201 33.3%
 
MB 105 17.4%
 
AL 90 14.9%
 
BA 2 0.3%
 
Max length 2
Mean length 2
Min length 2
Contains chars True
Contains digits False
Contains spaces False
Contains non-words False

num_entregas_fv
Numeric

Distinct count 8
Unique (%) 1.3%
Missing (%) 4.1%
Missing (n) 25
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.183074266
Minimum 0
Maximum 7
Zeros (%) 86.9%

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 0
95-th percentile 1
Maximum 7
Range 7
Interquartile range 0

Descriptive statistics

Standard deviation 0.7066100756
Coef of variation 3.859690885
Kurtosis 30.99618123
Mean 0.183074266
MAD 0.3319999642
Skewness 5.127198724
Sum 106
Variance 0.499297799
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=8)
Value Count Frequency (%)  
0 525 86.9%
 
1 30 5.0%
 
2 9 1.5%
 
3 7 1.2%
 
4 5 0.8%
 
5 2 0.3%
 
7 1 0.2%
 
(Missing) 25 4.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 525 86.9%
 
1 30 5.0%
 
2 9 1.5%
 
3 7 1.2%
 
4 5 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
7 1 0.2%
 
5 2 0.3%
 
4 5 0.8%
 
3 7 1.2%
 
2 9 1.5%
 

num_entregas_general
Numeric

Distinct count 26
Unique (%) 4.3%
Missing (%) 6.1%
Missing (n) 37
Infinite (%) 0.0%
Infinite (n) 0
Mean 4.132275132
Minimum 0
Maximum 42
Zeros (%) 15.2%
Mini histogram

Quantile statistics

Minimum 0
5-th percentile 0
Q1 1
Median 3
Q3 5
95-th percentile 13.4
Maximum 42
Range 42
Interquartile range 4

Descriptive statistics

Standard deviation 5.796471353
Coef of variation 1.402731224
Kurtosis 16.67487877
Mean 4.132275132
MAD 3.30707427
Skewness 3.71163154
Sum 2343
Variance 33.59908015
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=26)
Value Count Frequency (%)  
2 100 16.6%
 
3 95 15.7%
 
0 92 15.2%
 
1 73 12.1%
 
4 60 9.9%
 
5 32 5.3%
 
6 28 4.6%
 
7 25 4.1%
 
10 12 2.0%
 
8 8 1.3%
 
Other values (15) 42 7.0%
 
(Missing) 37 6.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 92 15.2%
 
1 73 12.1%
 
2 100 16.6%
 
3 95 15.7%
 
4 60 9.9%
 

Maximum 5 values

Value Count Frequency (%)  
42 1 0.2%
 
40 1 0.2%
 
38 1 0.2%
 
35 6 1.0%
 
32 1 0.2%
 

num_lugares
Numeric

Distinct count 8
Unique (%) 1.3%
Missing (%) 2.3%
Missing (n) 14
Infinite (%) 0.0%
Infinite (n) 0
Mean 0.6525423729
Minimum 0
Maximum 6
Zeros (%) 49.8%
Mini histogram

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 1
95-th percentile 2
Maximum 6
Range 6
Interquartile range 1

Descriptive statistics

Standard deviation 0.8361233068
Coef of variation 1.281331821
Kurtosis 6.05468225
Mean 0.6525423729
MAD 0.6658144211
Skewness 1.879691796
Sum 385
Variance 0.6991021841
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=8)
Value Count Frequency (%)  
0 301 49.8%
 
1 219 36.3%
 
2 56 9.3%
 
3 6 1.0%
 
4 5 0.8%
 
5 2 0.3%
 
6 1 0.2%
 
(Missing) 14 2.3%
 

Minimum 5 values

Value Count Frequency (%)  
0 301 49.8%
 
1 219 36.3%
 
2 56 9.3%
 
3 6 1.0%
 
4 5 0.8%
 

Maximum 5 values

Value Count Frequency (%)  
6 1 0.2%
 
5 2 0.3%
 
4 5 0.8%
 
3 6 1.0%
 
2 56 9.3%
 

num_personas
Numeric

Distinct count 9
Unique (%) 1.5%
Missing (%) 34.4%
Missing (n) 208
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.974747475
Minimum 1
Maximum 8
Zeros (%) 0.0%
Mini histogram

Quantile statistics

Minimum 1
5-th percentile 1
Q1 1
Median 2
Q3 2
95-th percentile 4
Maximum 8
Range 7
Interquartile range 1

Descriptive statistics

Standard deviation 1.179731223
Coef of variation 0.5974086501
Kurtosis 8.177921696
Mean 1.974747475
MAD 0.7630598918
Skewness 2.345736552
Sum 782
Variance 1.391765759
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=9)
Value Count Frequency (%)  
1 155 25.7%
 
2 153 25.3%
 
3 64 10.6%
 
4 11 1.8%
 
8 4 0.7%
 
5 4 0.7%
 
7 3 0.5%
 
6 2 0.3%
 
(Missing) 208 34.4%
 

Minimum 5 values

Value Count Frequency (%)  
1 155 25.7%
 
2 153 25.3%
 
3 64 10.6%
 
4 11 1.8%
 
5 4 0.7%
 

Maximum 5 values

Value Count Frequency (%)  
8 4 0.7%
 
7 3 0.5%
 
6 2 0.3%
 
5 4 0.7%
 
4 11 1.8%
 

num_recojos_fv
Numeric

Distinct count 10
Unique (%) 1.7%
Missing (%) 4.0%
Missing (n) 24
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.286206897
Minimum 0
Maximum 10
Zeros (%) 51.3%
Mini histogram

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 2
95-th percentile 6
Maximum 10
Range 10
Interquartile range 2

Descriptive statistics

Standard deviation 1.937044405
Coef of variation 1.506013076
Kurtosis 2.482959879
Mean 1.286206897
MAD 1.464720571
Skewness 1.764804686
Sum 746
Variance 3.752141028
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=10)
Value Count Frequency (%)  
0 310 51.3%
 
1 91 15.1%
 
2 71 11.8%
 
3 43 7.1%
 
7 24 4.0%
 
6 20 3.3%
 
4 14 2.3%
 
5 6 1.0%
 
10 1 0.2%
 
(Missing) 24 4.0%
 

Minimum 5 values

Value Count Frequency (%)  
0 310 51.3%
 
1 91 15.1%
 
2 71 11.8%
 
3 43 7.1%
 
4 14 2.3%
 

Maximum 5 values

Value Count Frequency (%)  
10 1 0.2%
 
7 24 4.0%
 
6 20 3.3%
 
5 6 1.0%
 
4 14 2.3%
 

num_recojos_general
Numeric

Distinct count 11
Unique (%) 1.8%
Missing (%) 9.8%
Missing (n) 59
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.763302752
Minimum 0
Maximum 10
Zeros (%) 24.3%
Mini histogram

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 1
Q3 2
95-th percentile 6.8
Maximum 10
Range 10
Interquartile range 2

Descriptive statistics

Standard deviation 1.961235568
Coef of variation 1.112251181
Kurtosis 2.356149063
Mean 1.763302752
MAD 1.455412844
Skewness 1.614688032
Sum 961
Variance 3.846444954
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=11)
Value Count Frequency (%)  
1 180 29.8%
 
0 147 24.3%
 
2 93 15.4%
 
3 48 7.9%
 
7 24 4.0%
 
6 19 3.1%
 
4 19 3.1%
 
5 11 1.8%
 
10 3 0.5%
 
8 1 0.2%
 
(Missing) 59 9.8%
 

Minimum 5 values

Value Count Frequency (%)  
0 147 24.3%
 
1 180 29.8%
 
2 93 15.4%
 
3 48 7.9%
 
4 19 3.1%
 

Maximum 5 values

Value Count Frequency (%)  
10 3 0.5%
 
8 1 0.2%
 
7 24 4.0%
 
6 19 3.1%
 
5 11 1.8%
 

num_viajes_lugar_principal
Numeric

Distinct count 12
Unique (%) 2.0%
Missing (%) 6.1%
Missing (n) 37
Infinite (%) 0.0%
Infinite (n) 0
Mean 1.305114638
Minimum 0
Maximum 14
Zeros (%) 49.8%
Mini histogram

Quantile statistics

Minimum 0
5-th percentile 0
Q1 0
Median 0
Q3 2
95-th percentile 6
Maximum 14
Range 14
Interquartile range 2

Descriptive statistics

Standard deviation 2.089099747
Coef of variation 1.600702103
Kurtosis 7.331417868
Mean 1.305114638
MAD 1.483615303
Skewness 2.414433755
Sum 740
Variance 4.364337752
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=12)
Value Count Frequency (%)  
0 301 49.8%
 
1 91 15.1%
 
2 79 13.1%
 
3 32 5.3%
 
7 18 3.0%
 
4 17 2.8%
 
6 16 2.6%
 
5 7 1.2%
 
12 4 0.7%
 
8 1 0.2%
 
(Missing) 37 6.1%
 

Minimum 5 values

Value Count Frequency (%)  
0 301 49.8%
 
1 91 15.1%
 
2 79 13.1%
 
3 32 5.3%
 
4 17 2.8%
 

Maximum 5 values

Value Count Frequency (%)  
14 1 0.2%
 
12 4 0.7%
 
8 1 0.2%
 
7 18 3.0%
 
6 16 2.6%
 

population
Numeric

Distinct count 61
Unique (%) 10.1%
Missing (%) 0.0%
Missing (n) 0
Infinite (%) 0.0%
Infinite (n) 0
Mean 15942.59934
Minimum 1423
Maximum 36397
Zeros (%) 0.0%
Mini histogram

Quantile statistics

Minimum 1423
5-th percentile 2298
Q1 9749
Median 14273
Q3 22173
95-th percentile 36397
Maximum 36397
Range 34974
Interquartile range 12424

Descriptive statistics

Standard deviation 9347.986401
Coef of variation 0.5863527147
Kurtosis -0.1275821344
Mean 15942.59934
MAD 7389.229716
Skewness 0.6605099141
Sum 9629330
Variance 87384849.75
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 1423. 1860.5 3808. 8224. 8385. ... 24794.5 29675.5 29948.5 35543.5 36397. ], "bayesian blocks" binning strategy used)
Value Count Frequency (%)  
8310 53 8.8%
 
36397 47 7.8%
 
2298 39 6.5%
 
13644 33 5.5%
 
14273 33 5.5%
 
1423 24 4.0%
 
22562 22 3.6%
 
14704 21 3.5%
 
22618 20 3.3%
 
29853 20 3.3%
 
Other values (51) 292 48.3%
 

Minimum 5 values

Value Count Frequency (%)  
1423 24 4.0%
 
2298 39 6.5%
 
5318 2 0.3%
 
5875 5 0.8%
 
7609 3 0.5%
 

Maximum 5 values

Value Count Frequency (%)  
36397 47 7.8%
 
34690 5 0.8%
 
32535 4 0.7%
 
30044 1 0.2%
 
29853 20 3.3%
 

superficie_bodega
Numeric

Distinct count 38
Unique (%) 6.3%
Missing (%) 7.6%
Missing (n) 46
Infinite (%) 0.0%
Infinite (n) 0
Mean 15.91039427
Minimum 1
Maximum 84
Zeros (%) 0.0%
Mini histogram

Quantile statistics

Minimum 1
5-th percentile 2
Q1 6
Median 12
Q3 20
95-th percentile 49
Maximum 84
Range 83
Interquartile range 14

Descriptive statistics

Standard deviation 16.30023073
Coef of variation 1.024501999
Kurtosis 5.263985705
Mean 15.91039427
MAD 11.17181177
Skewness 2.223364491
Sum 8878
Variance 265.6975219
Memory size 4.8 KiB
Histogram
Histogram with fixed size bins (bins=38)
Value Count Frequency (%)  
6 89 14.7%
 
12 67 11.1%
 
4 56 9.3%
 
9 36 6.0%
 
16 33 5.5%
 
1 25 4.1%
 
15 25 4.1%
 
2 23 3.8%
 
8 22 3.6%
 
10 19 3.1%
 
Other values (27) 163 27.0%
 
(Missing) 46 7.6%
 

Minimum 5 values

Value Count Frequency (%)  
1 25 4.1%
 
2 23 3.8%
 
3 3 0.5%
 
4 56 9.3%
 
5 1 0.2%
 

Maximum 5 values

Value Count Frequency (%)  
84 1 0.2%
 
81 10 1.7%
 
72 6 1.0%
 
64 2 0.3%
 
63 3 0.5%
 

vehiculo_recojo
Categorical

Distinct count 9
Unique (%) 1.5%
Missing (%) 0.0%
Missing (n) 0
missing
301
Taxi
101
Carro particular
94
Other values (6)
108
Value Count Frequency (%)  
missing 301 49.8%
 
Taxi 101 16.7%
 
Carro particular 94 15.6%
 
Otros 48 7.9%
 
Transporte publico 32 5.3%
 
Carretilla 16 2.6%
 
Camion simple 6 1.0%
 
Van 5 0.8%
 
Camion articulado 1 0.2%
 
Max length 18
Mean length 8.445364238
Min length 3
Contains chars True
Contains digits False
Contains spaces True
Contains non-words True

vehiculo_recojo_other
Categorical

Distinct count 9
Unique (%) 1.5%
Missing (%) 46.5%
Missing (n) 281
missing
301
mototaxi
 
11
Colectivo
 
4
Other values (5)
 
7
(Missing)
281
Value Count Frequency (%)  
missing 301 49.8%
 
mototaxi 11 1.8%
 
Colectivo 4 0.7%
 
moto 3 0.5%
 
Caminando 1 0.2%
 
minivan 1 0.2%
 
Bicicleta 1 0.2%
 
Distribuidor 1 0.2%
 
(Missing) 281 46.5%
 
Max length 12
Mean length 5.637417219
Min length 4
Contains chars True
Contains digits False
Contains spaces True
Contains non-words True

venta_frutas
Boolean

Distinct count 2
Unique (%) 0.3%
Missing (%) 0.0%
Missing (n) 0
0
323
1
281
Value Count Frequency (%)  
0 323 53.5%
 
1 281 46.5%
 

venta_verduras
Boolean

Distinct count 2
Unique (%) 0.3%
Missing (%) 0.0%
Missing (n) 0
0
365
1
239
Value Count Frequency (%)  
0 365 60.4%
 
1 239 39.6%
 

ventaFyV
Categorical

Distinct count 4
Unique (%) 0.7%
Missing (%) 0.0%
Missing (n) 0
No vende frutas ni verduras
301
Vende frutas y verduras
217
Vende solo frutas
64
Value Count Frequency (%)  
No vende frutas ni verduras 301 49.8%
 
Vende frutas y verduras 217 35.9%
 
Vende solo frutas 64 10.6%
 
Vende solo verduras 22 3.6%
 
Max length 27
Mean length 24.21192053
Min length 17
Contains chars True
Contains digits False
Contains spaces True
Contains non-words True

zone
Categorical

Distinct count 4
Unique (%) 0.7%
Missing (%) 7.5%
Missing (n) 45
center_lima
288
east_lima
151
south_lima
120
(Missing)
 
45
Value Count Frequency (%)  
center_lima 288 47.7%
 
east_lima 151 25.0%
 
south_lima 120 19.9%
 
(Missing) 45 7.5%
 
Max length 11
Mean length 9.779801325
Min length 4
Contains chars True
Contains digits False
Contains spaces False
Contains non-words False

Correlations

Missing values

Sample

First rows

abre_fin_de_semana betweenness_centrality_avg cadena_frio cant_carga cant_merma cant_sku df_index dist_2closest_mkt distance_to_market distrito gps_altitude hora_apertura_fin_de_semana hora_apertura_semana hora_cierre_fin_de_semana hora_cierre_semana horario_atencion_igual in_food_desert kopt+0_Clusters latitude longitude lugar_principal motivo_no_oferta motivo_no_oferta_other motivo_si_oferta motivo_si_oferta_other NSE07 num_entregas_fv num_entregas_general num_lugares num_personas num_recojos_fv num_recojos_general num_viajes_lugar_principal population superficie_bodega vehiculo_recojo vehiculo_recojo_other venta_frutas venta_verduras ventaFyV zone
0 None 0.074221 1.0 30.000000 5.000000 15.000000 0 1127.519607 1.223042e+04 SAN JUAN DE LURIGANCHO NaN None None None None None True 1.0 -11.96299 -77.01987 Mercado Minorista - La Parada Otros None Otros None BA 1.0 11.0 2.0 NaN 1.0 1.0 1.0 16916.0 9.0 Taxi None 1.0 1.0 Vende frutas y verduras east_lima
1 None 0.064132 1.0 30.000000 5.000000 13.000000 1 1244.469289 9.876823e+03 SAN JUAN DE LURIGANCHO NaN None None None None None True 4.0 -12.00862 -76.97680 Mercado Minorista - La Parada Otros None Otros None ME 1.0 11.0 2.0 NaN 1.0 1.0 1.0 14704.0 9.0 Taxi None 1.0 1.0 Vende frutas y verduras east_lima
2 None 0.135574 NaN 17.645734 0.593264 12.624754 3 1431.075633 1.423843e+07 SAN JUAN DE LURIGANCHO NaN None None None None None True 1.0 -12.00759 -76.97502 missing Las FyVs se malogran None missing missing ME 0.0 20.0 0.0 NaN 0.0 1.0 0.0 8576.0 9.0 missing missing 0.0 0.0 No vende frutas ni verduras east_lima
3 None 0.143672 1.0 20.000000 0.500000 13.000000 4 2204.734733 4.232259e+03 CHORRILLOS NaN None None None None None True 1.0 -12.22318 -76.97934 Mercado Mayorista Plaza Unicachi Sur Otros None Otros None ME 0.0 4.0 1.0 NaN 1.0 2.0 3.0 1423.0 6.0 Taxi None 1.0 1.0 Vende frutas y verduras south_lima
4 None 0.143672 1.0 17.645734 0.593264 12.624754 5 1922.258891 1.426205e+07 CHORRILLOS NaN None None None None None True 1.0 -12.22196 -76.97573 missing No tiene tiempo None missing missing ME 0.0 3.0 0.0 NaN 0.0 NaN 0.0 1423.0 16.0 missing missing 0.0 0.0 No vende frutas ni verduras south_lima
5 None 0.143672 NaN 17.645734 0.593264 12.624754 7 2498.281442 1.426251e+07 VILLA EL SALVADOR NaN None None None None None True 1.0 -12.22778 -76.97404 missing Las FyVs se malogran None missing missing ME 0.0 NaN 0.0 NaN 0.0 NaN 0.0 1423.0 49.0 missing missing 0.0 0.0 No vende frutas ni verduras south_lima
6 None 0.143672 1.0 17.645734 0.593264 12.624754 8 2451.911870 1.426244e+07 VILLA EL SALVADOR NaN None None None None None True 1.0 -12.22739 -76.97384 missing Las FyVs se malogran None missing missing ME 0.0 5.0 0.0 NaN 0.0 NaN 0.0 1423.0 6.0 missing missing 0.0 0.0 No vende frutas ni verduras south_lima
7 None 0.143672 1.0 200.000000 5.000000 20.000000 9 2380.320636 3.984173e+03 VILLA EL SALVADOR NaN None None None None None True 1.0 -12.22680 -76.97345 Mercado Mayorista Plaza Unicachi Sur Otros None Otros None ME NaN 10.0 1.0 NaN 4.0 4.0 4.0 1423.0 30.0 Carro particular None 1.0 1.0 Vende frutas y verduras south_lima
8 None 0.143672 0.0 17.645734 0.593264 12.624754 10 2197.462886 1.426210e+07 CHORRILLOS NaN None None None None None True 1.0 -12.22521 -76.97292 missing Otros None missing missing ME 0.0 3.0 0.0 NaN 0.0 2.0 0.0 1423.0 6.0 missing missing 0.0 0.0 No vende frutas ni verduras south_lima
9 None 0.143672 NaN 17.645734 0.593264 12.624754 11 2445.206494 1.426206e+07 VILLA EL SALVADOR NaN None None None None None True 1.0 -12.22811 -76.96965 missing Los clientes no piden FyVs None missing missing MB 0.0 5.0 0.0 NaN 0.0 NaN 0.0 1423.0 16.0 missing missing 0.0 0.0 No vende frutas ni verduras south_lima

Last rows

abre_fin_de_semana betweenness_centrality_avg cadena_frio cant_carga cant_merma cant_sku df_index dist_2closest_mkt distance_to_market distrito gps_altitude hora_apertura_fin_de_semana hora_apertura_semana hora_cierre_fin_de_semana hora_cierre_semana horario_atencion_igual in_food_desert kopt+0_Clusters latitude longitude lugar_principal motivo_no_oferta motivo_no_oferta_other motivo_si_oferta motivo_si_oferta_other NSE07 num_entregas_fv num_entregas_general num_lugares num_personas num_recojos_fv num_recojos_general num_viajes_lugar_principal population superficie_bodega vehiculo_recojo vehiculo_recojo_other venta_frutas venta_verduras ventaFyV zone
594 None 0.056376 NaN 17.645734 0.593264 12.624754 609 1357.811487 1.423899e+07 SAN JUAN DE LURIGANCHO 315.0 None None None None None True 4.0 -12.001793 -76.985923 missing Las FyVs se malogran None missing missing MB 0.0 2.0 0.0 1.0 0.0 2.0 0.0 14273.0 6.0 missing missing 0.0 0.0 No vende frutas ni verduras east_lima
595 None 0.056376 1.0 60.000000 10.000000 21.000000 610 1312.862408 8.670283e+03 SAN JUAN DE LURIGANCHO NaN None None None None None True 4.0 -12.001985 -76.986295 Gran Mercado Mayorista De Lima Otros None Los clientes piden FyVs None MB 0.0 3.0 1.0 NaN 1.0 1.0 2.0 14273.0 6.0 Taxi None 1.0 1.0 Vende frutas y verduras east_lima
596 None 0.056376 1.0 60.000000 5.000000 21.000000 611 1317.636220 8.646093e+03 SAN JUAN DE LURIGANCHO NaN None None None None None True 4.0 -12.002120 -76.986210 Gran Mercado Mayorista De Lima Otros None Los clientes piden FyVs None MB 0.0 2.0 1.0 1.0 1.0 1.0 2.0 14273.0 6.0 Taxi None 1.0 1.0 Vende frutas y verduras east_lima
597 None 0.056376 NaN 17.645734 0.593264 12.624754 612 1340.556409 1.423899e+07 SAN JUAN DE LURIGANCHO 259.0 None None None None None True 4.0 -12.001567 -76.986161 missing Las FyVs se malogran None missing missing MB 0.0 0.0 0.0 1.0 0.0 6.0 0.0 14273.0 6.0 missing missing 0.0 0.0 No vende frutas ni verduras east_lima
598 None 0.056376 NaN 17.645734 0.593264 12.624754 613 1292.482671 1.423906e+07 SAN JUAN DE LURIGANCHO 298.0 None None None None None True 4.0 -12.001826 -76.986541 missing Las FyVs se malogran None missing missing MB 0.0 0.0 0.0 1.0 0.0 6.0 0.0 14273.0 6.0 missing missing 0.0 0.0 No vende frutas ni verduras east_lima
599 None 0.056376 NaN 17.645734 0.593264 12.624754 614 1248.690035 1.423915e+07 SAN JUAN DE LURIGANCHO 301.0 None None None None None True 4.0 -12.002385 -76.986793 missing Las FyVs se malogran None missing missing MB 0.0 6.0 0.0 1.0 0.0 2.0 0.0 14273.0 6.0 missing missing 0.0 0.0 No vende frutas ni verduras east_lima
600 None 0.056376 NaN 17.645734 0.593264 12.624754 615 1271.260966 1.423914e+07 SAN JUAN DE LURIGANCHO 343.0 None None None None None True 4.0 -12.002580 -76.986527 missing Las FyVs se malogran None missing missing MB 0.0 2.0 0.0 1.0 0.0 1.0 0.0 14273.0 4.0 missing missing 0.0 0.0 No vende frutas ni verduras east_lima
601 None 0.056376 NaN 17.645734 0.593264 12.624754 616 1250.701378 1.423920e+07 SAN JUAN DE LURIGANCHO 305.0 None None None None None True 4.0 -12.002961 -76.986631 missing Las FyVs se malogran None missing missing MB 0.0 2.0 0.0 1.0 0.0 1.0 0.0 14273.0 4.0 missing missing 0.0 0.0 No vende frutas ni verduras east_lima
602 None 0.056376 NaN 17.645734 0.593264 12.624754 617 1186.656610 1.423922e+07 SAN JUAN DE LURIGANCHO 278.0 None None None None None True 4.0 -12.002451 -76.987365 missing Los clientes no piden FyVs None missing missing MB 0.0 4.0 0.0 1.0 0.0 2.0 0.0 14273.0 4.0 missing missing 0.0 0.0 No vende frutas ni verduras east_lima
603 None 0.056376 NaN 17.645734 0.593264 12.624754 618 1195.035417 1.423924e+07 SAN JUAN DE LURIGANCHO 297.0 None None None None None True 4.0 -12.002750 -76.987205 missing Los clientes no piden FyVs None missing missing MB 0.0 4.0 0.0 1.0 0.0 2.0 0.0 14273.0 4.0 missing missing 0.0 0.0 No vende frutas ni verduras east_lima